Jev candidate ranker
jev_rankRank up to 5,000 files, symbols, errors, or skills against a plain-language query. Verifies the top match actually answers the query, even for large candidate lists.
Instructions
Rank files, symbols, errors, or skills against a plain-language query. No embeddings. One Choice over candidate ids plus a Noul that the top hit actually answers the query (so a forced winner cannot masquerade as a match). Accepts up to 5,000 supplied candidates; each Jev call uses at most 250 options and larger lists are chunked then re-ranked. Pass candidates in; this server does not index the repo.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| model | No | ||
| query | Yes | What you are looking for, in natural language | |
| top_k | No | How many ranked candidates to return. Default 5. | |
| candidates | Yes | Candidates with unique IDs. Large lists are ranked in batches that fit the context budget; at most 5000 candidates are accepted per request. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| top | Yes | ||
| model | Yes | ||
| usage | Yes | ||
| action | Yes | ||
| chunks | No | ||
| exists | Yes | ||
| winner | Yes | ||
| chunked | Yes | ||
| coverage | Yes | ||
| truncated | Yes | ||
| exists_verdict | Yes | ||
| winner_confidence | Yes |